Changes between Version 53 and Version 54 of Other/Summer/2023/Features


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Timestamp:
Aug 7, 2023, 4:17:16 PM (11 months ago)
Author:
KatieLew
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  • Other/Summer/2023/Features

    v53 v54  
    6060=== Week 6 Progress
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    62 * **Time Varying Features: ** In order to train the model to capture time varying features (and hence motion), we increased the channels while keeping the same kernel size. This works for small movements in the training data.
     62* **Time Varying Features: ** In order to train the model to capture time varying features (motion), we increased the channels while keeping the same kernel size. This works for small movements in the training data.
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    64 * **Clockwise-Anticlockwise Test: ** With the time varying features accounted for we began to train the model with patterns of motion, instead of simple black and white frames. For instance, we created training data with one class of frames that move in a clockwise direction and one class of frames that move in a counterclockwise direction. Can the model detect left turns?
     64* **Clockwise-Anticlockwise Test: ** With the time-varying features accounted for, we began to train the model with patterns of motion instead of simple black and white frames. For instance, we created training data with one class of frames that move in a clockwise direction and one class of frames that move in a counterclockwise direction. Can the model detect left versus right rotations?
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    6666* **Entropy v. Accuracy Graphs: ** We created a graph from our model output data to derive the relation between entropy versus accuracy.
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     68[[Image(0.0.mov, width=200, height=200)]]
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    6870[[Image(Screen Shot 2023-07-19 at 12.23.26 PM.png, width=350, height=300)]]
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     72=== Week 7 Progress
     73
     74* Testing complicated patterns:
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     76* Testing with new bias:
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     78* Automation of model training:
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